Deep Clustering with a Constraint for Topological Invariance based on Symmetric InfoNCE.
Yuhui ZhangYuichiro WadaHiroki WaidaKaito GotoYusaku HinoTakafumi KanamoriPublished in: CoRR (2023)
Keyphrases
- clustering algorithm
- clustering method
- k means
- categorical data
- topological properties
- unsupervised learning
- self organizing maps
- hierarchical clustering
- data clustering
- cluster analysis
- graph theoretic
- spectral clustering
- genetic algorithm
- document clustering
- high dimensional data
- discriminative power
- image sequences
- website